Founder Playbook · Sub Club by RevenueCat
12 tactics from Jacob Eiting
The 2025 State of Subscription Apps Report
Watch the full episode“AI apps aren't specially placed to drive better conversions but what they do really well is monetize the revenue per user at the end of a year at the end of a month is significantly higher on AI than it is the rest of the app industry.”
AI apps win on revenue per user, not conversion rate
RevenueCat's 2025 SOSA data shows AI apps convert at similar rates to standard apps — the difference is ARPU. They charge more and users pay because the product delivers genuinely greater value. If your AI app is priced the same as a non-AI alternative, you're leaving the primary revenue lever untouched.
“Everybody has access to Claude 3.7 but like you can bring something unique in terms of like brand and translation and things like that and that's what's going to drive people to convert and retain more than anything else.”
Everyone has the same AI model — brand and community are the real moat
API access is a commodity — any app can call the same foundation models. The differentiation that drives conversion and long-term retention sits in brand, community, and the specific translation layer you build between raw AI capability and a real user need. Vibe-coding a ChatGPT wrapper skips all three.
“Building the app has never been like the hardest part is like getting attention sustainably building a community building up a user base that's where the rubber really meets the road.”
Building was never the hard part — getting sustained attention still is
AI lowered the cost to build an app but didn't change the fundamental challenge: distribution. There were always a million apps in the store; soon there will be ten million. The apps that win will be the ones that solve the attention problem, not the ones that ship fastest. Sustainable organic reach or a genuine community moat matters far more than shipping speed.
“There's also differentiation as distribution where just being so unique and strange like distribution just kind of takes care of itself because you're the one app that can do the thing.”
Differentiation as distribution: the truly unique product gets attention by itself
The strongest distribution strategy is building something no one else can build. When your product is genuinely singular, organic coverage, word of mouth, and creator content happen without a paid media budget. Combine that with a distribution channel you're good at and you have both vectors working together.
“As soon as you start making any money like there's going to be a rush of clones and then that gets back to the point it's like are you doing something that is reasonably differentiated can you differentiate fast enough.”
Clone flood hits the moment you show revenue — differentiate before they arrive
Sensor Tower, App Annie, and TikTok make every revenue signal visible to would-be competitors. Once an app crosses $10K/month, watchers are already spinning up clones. The window to build a defensible position — community, brand, unique data, platform relationships — is shorter than most founders assume. Differentiation needs to be built in parallel with growth, not after.
“We have seen a rise in influencer led apps where the influencer has a following in a specific area like macera is a really good example... they just have that kind of built-in community that they can market to.”
Influencer-anchored apps skip cold start — the audience comes pre-built
Influencer-led apps sidestep the biggest challenge in mobile: building an audience from zero. When the founder or a founding influencer already has trust with the exact users the app serves, launch converts immediately and early retention is structurally stronger. Physical product brands already operate this way; apps are catching up.
“Over 80% of trial starts happen that first day they open the app which is just crazy... not having the pay wall in the onboarding is like such an L such an own goal right.”
80% of trial starts happen on day one — show the paywall in onboarding
RevenueCat's 2025 data makes the case definitively: more than 80% of all trial starts happen during the first session. Every day a new user spends in the app without seeing a paywall is a missed trial start. The common objection — let them experience value first — ignores the reality that most users never come back for a second session.
“Month one churn shopping is the highest and it's over 40%... people are turning off auto renew that first month... most of the turn decision most of that turning off auto renew happens the first month.”
Over 40% of annual churn decisions happen in month one — right when the first charge hits
The moment the first charge appears in the bank account is when most cancellation decisions happen — not the renewal reminder at month eleven. For annual subscribers, the fix is aggressive post-purchase engagement in the first 30 days: surface value, celebrate early wins, and make the habit stick before the renewal math becomes conscious.
“Sub 10% of people are switching to a competitor and maybe who knows like how people are answering this but like most people are just they're not falling in love with another app they're falling out of love with your app.”
Churn is almost never about a competitor — users fall out of love with your app
Google Play's churn survey data: the top two reasons are cost and not enough usage — two sides of the same value equation. Fewer than one in ten churners cite switching to a competitor. The implication is that competitive tactics (pricing battles, feature matching) are the wrong response to churn; rebuilding usage habits and demonstrating value are what actually move the needle.
“Lower priced apps have way better retention than higher price apps... it's like when it's like oh it's only 20 bucks and yeah I'm still kind of using it here and there it's like it's a way different decision if it's 20 bucks versus 40 versus 60 versus 100.”
Lower-priced apps retain far better — price high only if you can prove the value
SOSA 2025 retention-by-price data is stark: the cheaper the subscription, the lower the renewal friction. A $20/yr app survives casual usage; a $100/yr app does not. The lesson isn't to undercharge — it's that your price has to sit on the right spot on the demand curve, and most apps haven't tested it. If you're charging premium, you need to be delivering Ladder-level retention to justify it.
“If you have one single price point basically everybody who doesn't hit that price point is thrown away so they generate Zero versus like have some price discrimination some products on the way down so that like you can monetize.”
One price point discards everyone below it — consumables and hybrid tiers capture the floor
A single subscription price is a cliff: users either pay it or generate zero revenue. Hybrid monetization — consumables, lower-tier subscriptions, or a la carte purchases — converts users who can't or won't pay the flagship price into paying customers. On Android especially, the gap between subscribers and non-payers is mostly a missing price-point problem, not a willingness-to-pay problem.
“The magic of subscriptions is that if you do build something valuable you are creating a new annuity it's like if people are using it day in and day out they could be using it for a decade... you're not having to reacquire your users all over again like we did back in the paid up front days.”
Subscriptions create an annuity — stop reacquiring users you already earned
Paid-upfront apps reset revenue to zero every year; subscriptions compound it. A user acquired in 2020 who still renews in 2025 cost one CAC for five years of revenue. That annuity math is why optimising retention always beats optimising acquisition, and why founders who grasp it build very different products than those who don't.